Fewer than two percent of the papers we score link to code. That number is the single most useful filter in the archive: a paper with a repository can be re-run, not just re-read, which is the difference between a claim and a result. This page lists every paper whose abstract or page links a public repository, ranked by our rigor-weighted score so the most evidence-backed implementations come first. It regenerates daily as new papers are scored.

Two caveats before you clone anything. A repository is not a reproduction: check that it contains the data pipeline and evaluation code, not only the model, and that the data it expects is obtainable (see finding datasets for quant papers). And “code available” says nothing about correctness; the reproduction guide and the backtest evaluation checklist still apply.

Use the Has code filter in search to combine this with topic, quadrant, and rigor filters.

All papers with code, ranked

62 papers link a repository · ranked by rigor-weighted score

Why so few? Most q-fin preprints never mention code at all, and some that do link a URL that has since gone dark; we only flag links that are present on the paper’s page here. Know a repository for a paper we list without one? Leave a comment on that paper’s page and we will add it.

Next: how to find code for finance papers → · choosing papers to replicate → · download the full scored dataset →